Abstract
In this paper, we propose and analyze a recovery approach for trilinear finite element approximations on locally-refined hexahedral meshes for a class of elliptic eigenvalue problems. In the approach a local high-order interpolation recovery is followed by some gradient averaging based defect correction scheme. It is proved theoretically and shown numerically that our recovery approach can produce highly accurate eigenpair approximations. And we observe from our numerical experiments that the recovered eigenvalue approximation from the gradient averaging based defect correction approximates the exact eigenvalue from below. Furthermore, this approach has been applied to electronic structure calculations to improve the total energy approximations with small extra overheads.
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Ackermann, J., Erdmann, B., Roitzsch, R.: A self-adaptive multilevel finite element method for the stationary Schrödinger equation in three space dimensions. J. Chem. Phys. 101, 7643–7650 (1994)
Adams, R.A.: Sobolev Spaces. Academic Press, New York (1975)
Agmon, S.: Lectures on the Exponential Decay of Solutions of Second-Order Elliptic Operators. Princeton University Press, Princeton (1981)
Armentano, M., Duran, R.: Asymptotic lower bounds for eigenvalues by nonconforming finite element methods. Electron. Trans. Numer. Anal. 17, 92–101 (2004)
Babuska, I., Osborn, J.E.: Finite element-Galerkin approximation of the eigenvalues and eigenvectors of self-adjoint problems. Math. Comput. 52(186), 275–297 (1989)
Babuska, I., Osborn, J.E.: Eigenvalue problems. In: Handbook of Numerical Analysis, vol. II, pp. 641–787. North-Holland, Amsterdam (1991)
Bangerth, W., Hartmann, R., Kanschat, G.: Deal. II—A general-purpose object-oriented finite element library. ACM Trans. Math. Softw. 33, 24:1–24:27 (2007)
Beck, T.L.: Real-space mesh techniques in density-functional theory. Rev. Mod. Phys. 72, 1041–1080 (2000)
Brauer, J.R.: What Every Engineer Should Know About Finite Element Analysis. Marcel Decker, New York (1993)
Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods. Springer, New York (1994)
Dai, X., Zhou, A.: Three-scale finite element discretizations for quantum eigenvalue problems. SIAM J. Numer. Anal. 46, 295–324 (2008)
Dai, X., Shen, L., Zhou, A.: A local computational scheme for higher order finite element eigenvalue approximations. Int. J. Numer. Anal. Model. 5, 570–589 (2008)
Fang, J., Gao, X., Gong, X., Zhou, A.: Interpolation based local postprocessing for adaptive finite element approximations in electronic structure calculations. In: Huang, Y., Kornhuber, R., Widlund, O., Xu, J. (eds.) Domain Decomposition Methods in Science and Engineering XIX. Lecture Notes in Computational Science and Engineering, vol. 78, pp. 51–61. Springer, Berlin (2011)
Fattebert, J.-L., Hornung, R.D., Wissink, A.M.: Finite element approach for density functional theory calculations on locally-refined meshes. J. Comput. Phys. 223, 759–773 (2007)
Gao, X., Liu, F., Zhou, A.: Three-scale finite element eigenvalue discretizations. BIT Numer. Math. 48(3), 533–562 (2008)
Gilbarg, D., Trudinger, N.S.: Elliptic Partial Differential Equations of Second Order, 3rd edn. Springer, Berlin (2001)
Gong, X., Shen, L., Zhang, D., Zhou, A.: Finite element approximations for Schrödinger equations with applications to electronic structure computations. J. Comput. Math. 23, 310–327 (2008)
Hohenberg, P., Kohn, W.: Inhomogeneous electron gas. Phys. Rev. B 136(3), 864–871 (1964)
Hu, J., Huang, Y., Shen, H.: The lower approximation of eigenvalue by lumped mass finite element method. J. Comput. Math. 22, 545–556 (2004)
Kohn, W., Sham, L.J.: Self-consistent equations including exchange and correlation effects. Phys. Rev. 140(4A), A1133–A1138 (1965)
Kronik, L., Makmal, A., Tiago, M.L., Alemany, M.M.G., Jain, M., Huang, X., Saad, Y., Chelikowsky, J.R.: Parsec—the pseudopotential algorithm for real-space electronic structure calculations: recent advances and novel applications to nano-structures. Phys. Status Solidi (b) 243, 1063–1079 (2006)
Landau, L.D., Lifshitz, E.M.: The Classical Theory of Fields. Pergamon Press, Oxford (1975)
Lin, Q., Lin, J.: Finite Element Methods: Accuracy and Improvement. Science Press, Beijing (2006)
Lin, Q., Yang, Y.: Interpolation and correction of finite elements. Math. Pract. Theory 3, 29–35 (1991) (in Chinese)
Lin, Q., Zhu, Q.: The Preprocessing and Postprocessing for the Finite Element Method. Shanghai Scientific & Technical Publishers, Shanghai (1994) (in Chinese)
Liu, H., Yan, N.: Four finite element solutions and comparison of problem for the Poisson equation eigenvalue. Chin. J. Numer. Math. Comput. Appl. 2, 81–91 (2005) (in Chinese)
Martin, R.M.: Electronic Structure: Basic Theory and Practical Methods. Cambridge University Press, Cambridge (2004)
Mo, Z., Zhang, A. (eds.): User’s guide for JASMIN. Technical Report No. T09-JMJL-01 (2009). http://www.iapcm.ac.cn/jasmin
Naga, A., Zhang, Z., Zhou, A.: Enhancing eigenvalue approximation by gradient recovery. SIAM J. Sci. Comput. 28, 1289–1300 (2006)
Pask, J.E., Klein, B.M., Fong, C.Y., Sterne, P.A.: Real-space local polynomial basis for solid-state electronic-structure calculations: A finite-element approach. Phys. Rev. B 59, 12352–12358 (1999)
Pask, J.E., Sterne, P.A.: Finite element methods in ab initio electronic structure calculations. Model. Simul. Mater. Sci. Eng. 13, 71–96 (2005)
Perdew, J.P., Zunger, A.: Self-interaction correction to density-functional approximations for many-electron systems. Phys. Rev. B 23, 5048–5079 (1981)
Pulay, P.: Convergence acceleration of iterative sequences in the case of SCF iteration. Chem. Phys. Lett. 73, 393–398 (1980)
Pulay, P.: Improved SCF convergence acceleration. J. Comput. Chem. 3, 556–560 (1982)
Rannacher, R.: Nonconforming finite element methods for eigenvalue problems in linear plate theory. Numer. Math. 33, 23–42 (1979)
Shen, L., Zhou, A.: A defect correction scheme for finite element eigenvalues with applications to quantum chemistry. SIAM J. Sci. Comput. 28, 321–338 (2006)
Simon, B.: Schrödinger operators in the twentieth century. J. Math. Phys. 41, 3523–3555 (2000)
Sterne, P.A., Pask, J.E., Klein, B.M.: Calculation of positron observables using a finite element-based approach. Appl. Surf. Sci. 149, 238–243 (1999)
Suryanarayana, P., Gavini, V., Blesgen, T.: Non-periodic finite-element formulation of Kohn-Sham density functional theory. J. Mech. Phys. Solids 58, 256–280 (2010)
Tsuchida, E., Tsukada, M.: Electronic-structure calculations based on the finite-element method. Phys. Rev. B 52, 5573–5578 (1995)
Weinstein, A., Chien, W.: On the vibrations of a clamped plate under tension. Q. Appl. Math. 1, 61–68 (1943)
White, S.R., Wilkins, J.W., Teter, M.P.: Finite-element method for electronic structure. Phys. Rev. B 39, 5819–5833 (1989)
Xu, J., Zhou, A.: A two-grid discretization scheme for eigenvalue problems. Math. Comput. 70, 17–25 (2001)
Yan, N.: Superconvergence Analysis and a Posteriori Error Estimation in Finite Element Methods. Science Press, Beijing (2008)
Yang, Y., Zhang, Z., Lin, F.: Eigenvalue approximation from below using non-conforming finite elements. Sci. China Ser. A 53, 137–150 (2010)
Yi, N.: A posteriori error estimates based on gradient recovery and adaptive finite element methods. Ph.D. thesis, School of Mathematics and Computational Science, Xiangtan University, Xiangtan (2011)
Zhang, Z., Yang, Y., Chen, Z.: Eigenvalue approximation from below by Wilson’s element. Chin. J. Numer. Math. Appl. 29, 81–84 (2007)
Zhang, D., Shen, L., Zhou, A., Gong, X.: Finite element method for solving Kohn-Sham equations based on self-adaptive tetrahedral mesh. Phys. Lett. A 372, 5071–5076 (2008)
Zienkiewicz, O., Cheung, Y.: The Finite Element Method in Structural and Continuum Mechanics. McGraw-Hill, New York (1967)
Acknowledgements
The authors would like to thank Prof. Xiaoying Dai, Prof. Xingao Gong, Prof. Lihua Shen, and Dr. Zhang Yang for their stimulating discussions and fruitful cooperations on electronic structure computations. The second author is grateful to Prof. Zeyao Mo for his encouragements. The authors would also like to thank the referees for their constructive comments and suggestions that improve the presentation of this paper.
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This work was partially supported by the National Science Foundation of China under grants 10871198, 10971059 and 61033009, the Funds for Creative Research Groups of China under grant 11021101, the National Basic Research Program of China under grants 2011CB309702 and 2011CB309703, and the National High Technology Research and Development Program of China under grant 2010AA012303.
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Fang, J., Gao, X. & Zhou, A. A Finite Element Recovery Approach to Eigenvalue Approximations with Applications to Electronic Structure Calculations. J Sci Comput 55, 432–454 (2013). https://doi.org/10.1007/s10915-012-9640-5
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DOI: https://doi.org/10.1007/s10915-012-9640-5